PRAIA ha adquirido conocimientos y realiza investigación usando distintas técnicas en los campos mencionados. Estas técnicas cubren desde:
Técnicas de preproceso de datos, incluyendo normalizaciones, tipificaciones, gestión de valores ausentes, gestión de valores anómalos, supervisión imperfecta, extracción de componentes principales y de componentes independientes, etc.
Técnicas de extracción de características tradicionales basadas en el conocimiento a priori, incluyendo espacios de representación para modelos geométricos, estadísticos o basados en la teoría de la decisión, espacios métricos y pseudo-métricos, y codificaciones orientadas a modelos sintácticos y estructurales.
Técnicas de extracción de características mediante “ensembles”.
Juan Carlos Pérez Cortés. (2015). Pattern recognition in embedded systems: An overview.. Database and Expert Systems Applications, .
@article{jcarlos2015pattern,
author = {Juan Carlos Pérez Cortés},
title = {Pattern recognition in embedded systems: An overview.},
journal = {Database and Expert Systems Applications},
year = {2015},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {},
isbn = {}
}
Notice: Trying to get property 'title' of non-object in /var/www/root/site/templates/_func.php on line 258
José Ramón Navarro Cerdán, Joaquim Arlandis, Rafael Llobet Azpitarte, Juan-Carlos Perez-Cortes, . (2015). Batch-adaptive rejection threshold estimation with application to ocr post-processing. Expert Systems with Applications, . http://10.1016/j.eswa.2015.06.022 Notice: Trying to get property 'title' of non-object in /var/www/root/site/templates/_func.php on line 314
@article{jramon2015batch-adaptive,
author = {José Ramón Navarro Cerdán and Joaquim Arlandis and Rafael Llobet Azpitarte and Juan-Carlos Perez-Cortes and },
title = {Batch-adaptive rejection threshold estimation with application to ocr post-processing},
journal = {Expert Systems with Applications},
year = {2015},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {http://10.1016/j.eswa.2015.06.022},
isbn = {}
}
José Luis Guardiola García. (2013). A database for evaluation of face recognition rates over an extended time period. Proceedings ICB, .
@article{jluis2013a,
author = {José Luis Guardiola García},
title = {A database for evaluation of face recognition rates over an extended time period},
journal = {Proceedings ICB},
year = {2013},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {},
isbn = {}
}
José Luis Guardiola García. (2013). License plate recognition using weighted finite-state transducers and different evidence combination meth- ods. Iberian Conference on Pattern Recognition and Image Analysis, .
@article{jluis2013license,
author = {José Luis Guardiola García},
title = {License plate recognition using weighted finite-state transducers and different evidence combination meth- ods},
journal = {Iberian Conference on Pattern Recognition and Image Analysis},
year = {2013},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {},
isbn = {}
}
Juan Carlos Pérez Cortés. (2012). Two methods for filled-in document image identification using local features.. Two methods for filled-in document image identification using local features., .
@article{jcarlos2012two,
author = {Juan Carlos Pérez Cortés},
title = {Two methods for filled-in document image identification using local features.},
journal = {Two methods for filled-in document image identification using local features.},
year = {2012},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {},
isbn = {}
}
Juan-Carlos Perez-Cortes, Rafael Llobet, José Ramón Navarro Cerdán, Joaquim Arlandis. (2011). Improvement of embedded human-machine interfaces combining language, hypothesis and error models. 2011 Database and Expert Systems Applications, DEXA, International Workshops, . 10.1109/DEXA.2011.40
@article{jperez-cortes2011improvement,
author = {Juan-Carlos Perez-Cortes and Rafael Llobet and José Ramón Navarro Cerdán and Joaquim Arlandis},
title = {Improvement of embedded human-machine interfaces combining language, hypothesis and error models},
journal = {2011 Database and Expert Systems Applications, DEXA, International Workshops},
year = {2011},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {10.1109/DEXA.2011.40},
isbn = {}
}
Ismael Salvador Igual. (2011). Computer vision applications: Home, office and industry.. 22nd International Workshop on Database and Expert Systems Applications, . ISBN:978-1-4577-0982-1 https://doi.org/10.1109/DEXA.2011.23
@article{isalvador2011computer,
author = {Ismael Salvador Igual},
title = {Computer vision applications: Home, office and industry.},
journal = {22nd International Workshop on Database and Expert Systems Applications},
year = {2011},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {https://doi.org/10.1109/DEXA.2011.23},
isbn = {978-1-4577-0982-1}
}
Joaquim Arlandis, Vicent Castelló Fos, Juan-Carlos Perez-Cortes. (2011). Filled-in document identification using local features and a direct voting scheme. Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA 2011, . 10.1007/978-3-642-21257-4_68
@article{jarlandis2011filled-in,
author = {Joaquim Arlandis and Vicent Castelló Fos and Juan-Carlos Perez-Cortes},
title = {Filled-in document identification using local features and a direct voting scheme},
journal = {Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA 2011},
year = {2011},
volume = {},
number = {},
pages = {},
publisher = {},
doi = {10.1007/978-3-642-21257-4_68},
isbn = {}
}
Joaquim Arlandis, Juan-Carlos Perez-Cortes, J. Ramón Navarro-Cerdán, Rafael Llobet. (2010). Rejection threshold estimation for an unknown language model in an ocr task. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6218, 738-747. https://doi.org/10.1007/978-3-642-14980-1_73
@article{jarlandis2010rejection,
author = {Joaquim Arlandis and Juan-Carlos Perez-Cortes and J. Ramón Navarro-Cerdán and Rafael Llobet},
title = {Rejection threshold estimation for an unknown language model in an ocr task},
journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year = {2010},
volume = {6218},
number = {},
pages = {738-747},
publisher = {},
doi = {https://doi.org/10.1007/978-3-642-14980-1_73},
isbn = {}
}
J. Ramón Navarro-Cerdán, Joaquim Arlandis, Juan-Carlos Perez-Cortes, Rafael Llobet. (2010). User-defined expected error rate in ocr postprocessing by means of automatic threshold estimation. 12th International Conference on Frontiers in Handwriting Recognition, 405-409.
@article{jramon2010user-defined,
author = {J. Ramón Navarro-Cerdán and Joaquim Arlandis and Juan-Carlos Perez-Cortes and Rafael Llobet},
title = {User-defined expected error rate in ocr postprocessing by means of automatic threshold estimation},
journal = {12th International Conference on Frontiers in Handwriting Recognition},
year = {2010},
volume = {},
number = {},
pages = {405-409},
publisher = {},
doi = {},
isbn = {}
}